Main
ROXANA NOELIA VILLAFAÑE
Education
PhD
FCA-UNNE
N/A
2018 - 2014
Bsc Chemical Sciences
FaCENA-UNNE
N/A
2012 - 2007
Research Position
PostDoc Researcher
IQUIBA-NEA
N/A
2021 - 2019
- Laboratorio de Estructura Molecular y Propiedades (LEMyP)
- Topic: Machine Learning for new Cruzain inhibitors design
Doctoral Researcher
FCA-UNNE
N/A
2018 - 2013
- Laboratorio de Desarrollo e Investigaci
n en Quimiometr a (LIDQ) - Topic: Chemometric techniques for geographical origin classification of native forages
Teaching Experience
Probabilty and Statistics
FCA-UNNE (Undergraduate Course)
N/A
2020 - 2019
- Teaching Assistant
Physics II
FCA-UNNE (Undergraduate Course)
N/A
2014
- Teaching Assistant
Awards and Fellowships
PostDoc CONICET Fellowship
N/A
N/A
2021 - 2019
Khipu 2019
Travel and Accomodation Grant
N/A
2019
Doctoral CONICET Fellowship
N/A
N/A
2018 - 2013
Argentine Chemical Society
Diploma and medal delivered for “best academic average grade” of the Bachelor in Chemical Sciences (UNNE).
N/A
2013
Publications
Combining Charge Density Analysis with Machine Learning Tools To Investigate the Cruzain Inhibition Mechanism
ACS Omega - ACS Publications
N/A
2019
- https://pubs.acs.org/doi/abs/10.1021/acsomega.9b01934
- doi: 0.1021/acsomega.9b01934
Brown rice authenticity evaluation by spark discharge-laser-induced breakdown spectroscopy
Food Chemistry - ElSevier
N/A
2019
- https://www.sciencedirect.com/science/article/pii/S0308814619310623
- doi: 10.1016/j.foodchem.2019.124960
Non-essential element concentrations in brown grain rice: Assessment by advanced data mining techniques
Environmental Sciences and Pollution Research - Springer
N/A
2017
- https://www.ncbi.nlm.nih.gov/pubmed/28424959
- doi: 10.1007/s11356-017-9017-2
Perfil mineral en los pastizales de Andropogon lateralis y Sorghastrum setosum (Gramineae) en Corrientes, Argentina
Universidad Nacional de Cuyo - Facultad de Ciencias Agrarias
N/A
2017
Tracing the geographical origin of Argentinean lemon juices based on trace element profiles using advanced chemometric techniques
Microchemical Journal - ElSevier
N/A
2016
- https://www.sciencedirect.com/science/article/abs/pii/S0026265X16301382
- doi: 10.1016/j.microc.2016.07.002
Toxic trace element contents in gluten-free cereal bars marketed in Argentina
International Journal of Celiac Disease - SciEp
N/A
2015
- http://pubs.sciepub.com/ijcd/3/1/4/index.html
- doi: 10.12691/ijcd-3-1-4
Communities Project
Communities Social Media
- Rladies-Rcia-Ctes
R-en-el-Nea
R-en-el-NEA (R user’s group)
Co-founder and co-organizer
N/A
Currently - 2019
Rladies Resistencia Corrientes
Co-founder and co-organizer
N/A
Currently - 2018
Talks and Meetups
All my talks available at - speakerdeck
Machine Learning & Khipu.ai
R-en-el-NEA
Resistencia, Argentina
2019
Dplyr tutorial
Rladies-Resistencia-Corrientes
Corrientes, Argentina
2019
Machine Learning: a brief introduction
IQUIBA-NEA
Corrientes, Argentina
2019
Dplyr and Tidyr introduction
Rladies-Resistencia-Corrientes
Corrientes, Argentina
2018
LatinR2018
Rladies-Resistencia-Corrientes
Corrientes, Argentina
2018
R Programming from scratch
Rladies-Resistencia-Corrientes
Corrientes, Argentina
2018
Rladies presentation
Rladies-Resistencia-Corrientes
Corrientes, Argentina
2018
Machine Learning for data analysis
IQUIBA-NEA
Corrientes, Argentina
2017
Massive Online Open Courses
Data Scientist with Python
Datacamp
N/A
2019
Data Scientist with R
Datacamp
N/A
2019
Deep Learning Specialization: Structuring Machine Learning Projects
Coursera
N/A
2017
Deep Learning Specialization: Improving Deep Neural Networks
Coursera
N/A
2017
Deep Learning Specialization: Neural Networks and Deep Learning
Coursera
N/A
2017
Machine Learning Specialization: Classification - University of Washington
Coursera
N/A
2017
Machine Learning Specialization: Regression - University of Washington
Coursera
N/A
2017
Machine Learning Specialization: Foundations - University of Washington
Coursera
N/A
2017
Python for Data Science and Machine Learning
Udemy
N/A
2017
Ensemble Machine Learning: Random Forest and Adaboost
Udemy
N/A
2017
SQL Bootcamp
Udemy
N/A
2017
Learning from data - California Institute of Technology
edX
N/A
2016
Statistical Learning - Stanford University
Stanford Lagunita
N/A
2016
Advanced Data Mining with WEKA
Waikato University
N/A
2016
More Data Mining with WEKA
Waikato University
N/A
2016
Data Mining with WEKA
Waikato University
N/A
2016